Multi-Task Temporal Convolutional Networks for Joint Recognition of
Surgical Phases and Steps in Gastric Bypass Procedures

Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures

24 February 2021

Diego DallÁlba

Cristians Gonzalez

Pietro Mascagni

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Papers citing "Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures"

15 / 15 papers shown

Title
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos Rezowan Shuvo M S Mekala Eyad Elyan MedIm 425 0 0 26 Apr 2025
Hierarchical Context Transformer for Multi-level Semantic Scene Understanding Luoying Hao Yan Hu Yang Yue Li Wu Huazhu Fu Jinming Duan Jiang Liu 95 0 0 24 Feb 2025
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation Kun Yuan V. Srivastav Nassir Navab N. Padoy 116 9 0 30 Sep 2024
Task segmentation based on transition state clustering for surgical robot assistance Yutaro Yamada Jacinto Colan Ana Davila Yasuhisa Hasegawa 57 4 0 14 Jun 2024
CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection C. Nwoye Tong Yu Saurav Sharma Aditya Murali Deepak Alapatt ... Pietro Mascagni B. Seeliger Cristians Gonzalez Didier Mutter N. Padoy 102 20 0 13 Feb 2023
Preserving Privacy in Surgical Video Analysis Using Artificial Intelligence: A Deep Learning Classifier to Identify Out-of-Body Scenes in Endoscopic Videos Joël L. Lavanchy Armine Vardazaryan Pietro Mascagni AI4SafeChole Consortium Didier Mutter N. Padoy 57 9 0 17 Jan 2023
MURPHY: Relations Matter in Surgical Workflow Analysis Shang Zhao Y. Liu Qiyuan Wang Dai Sun Rong Liu S.Kevin Zhou 65 5 0 24 Dec 2022
Latent Graph Representations for Critical View of Safety Assessment Aditya Murali Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter N. Padoy MedIm 121 24 0 08 Dec 2022
Bounded Future MS-TCN++ for surgical gesture recognition Adam Goldbraikh Netanell Avisdris Carla M. Pugh S. Laufer 63 6 0 29 Sep 2022
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition C. Nwoye Deepak Alapatt Tong Yu Armine Vardazaryan Fangfang Xia ... Didier Mutter Pietro Mascagni B. Seeliger Cristians Gonzalez N. Padoy 60 53 0 10 Apr 2022
Live Laparoscopic Video Retrieval with Compressed Uncertainty Tong Yu Pietro Mascagni J. Verde J. Marescaux Didier Mutter N. Padoy 63 7 0 08 Mar 2022
Video-based fully automatic assessment of open surgery suturing skills Adam Goldbraikh Anne-Lise D. D’Angelo C. Pugh S. Laufer 52 27 0 26 Oct 2021
Predicting the Timing of Camera Movements From the Kinematics of Instruments in Robotic-Assisted Surgery Using Artificial Neural Networks Hanna Kossowsky I. Nisky 51 6 0 23 Sep 2021
Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos C. Nwoye Tong Yu Cristians Gonzalez B. Seeliger Pietro Mascagni Didier Mutter J. Marescaux N. Padoy 77 141 0 07 Sep 2021
Not End-to-End: Explore Multi-Stage Architecture for Online Surgical Phase Recognition Fangqiu Yi Tingting Jiang 56 25 0 10 Jul 2021